Platform Engineer (Machine Learning)
Cygnify, Singapore
What you will do
- Build and operate the ML infrastructure and platforms powering A1’s AI products
- Design systems for model training, evaluation, deployment, inference, and experimentation
- Build and optimise model serving and inference infrastructure for high-throughput and low-latency workloads
- Improve reliability, scalability, latency, and cost efficiency of AI systems
- Develop reliable pipelines for data preparation, training, evaluation, model release, and continuous improvement
- Build platforms and tooling that enable AI engineers and researchers to experiment, evaluate, and ship models faster
- Develop evaluation and benchmarking infrastructure to measure model quality, performance, and regressions
- Build production observability, monitoring, tracing, and alerting for AI/ML workloads
- Improve AI systems across reliability, scalability, latency, throughput, and cost
- Identify bottlenecks across the ML stack and continuously improve system performance
- Work closely with AI engineers, researchers, and product teams to turn evolving model requirements into production-ready infrastructure